Buyer's guide

Best Data Lake Platforms software

Platforms for storing and analyzing large volumes of structured and unstructured data. Open any profile for real pricing, compliance, and buyer-fit detail, or jump into the data lake platforms directory to filter by industry, company size, and certifications.

9 profiled toolsUpdated 2026

1
Hydrolix
Log Analytics Platforms
Hydrolix helps teams ingest, retain, and analyze high-volume streaming data for observability, security, and analytics workloads.
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2
Starburst
Data Mesh Platforms
Starburst provides a data lake analytics engine based on Trino that enables querying data across distributed sources without moving it.
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3
Atlan
Data Catalog
Atlan is a modern data catalog and governance platform that provides data discovery, lineage, quality monitoring, and collaboration for data teams.
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4
Informatica
Data Quality
Informatica provides enterprise cloud data management solutions including data integration, data quality, master data management, and data governance for large organizations.
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5
Airbyte
Data Integration Platforms
Airbyte is an open-source data integration platform with 400+ connectors for extracting and loading data from any source to any destination, available as self-hosted or managed cloud.
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6
Census
Reverse ETL
Census is a reverse ETL platform that syncs data from warehouses and lakes to business tools like Salesforce, HubSpot, and ad platforms for operational analytics and data activation.
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7
Jira
Project Management
Jira by Atlassian is the leading issue and project tracking platform for software development teams. It supports Scrum and Kanban agile methodologies, sprint planning, bug tracking, and cros…
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8
Dremio
Data Lakehouse Platforms
Dremio provides a data lakehouse engine with self-service data access, enabling organizations to query data lake storage directly with sub-second performance.
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9
Matillion
Data Transformation
Matillion provides data integration and transformation tools purpose-built for cloud data platforms like Snowflake, BigQuery, and Redshift.
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10
LakeFS
Data Lake Platforms
Open-source data versioning platform providing Git-like branching and merging for data lake objects.
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11
Delta Lake
Data Lakehouse Platforms
Open-source storage framework bringing ACID transactions and schema enforcement to data lakes.
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12
Alluxio
Data Lake Platforms
Data orchestration platform accelerating analytics and AI workloads on data lakes.
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13
Solix
Data Lake Platforms
Enterprise data management platform for archiving, data lakes, governance, and compliance.
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14
LakeFS Cloud
Data Lake Platforms
Git-like version control for data lakes with commits, branches, and merges.
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15
Trino
Data Warehouse Platforms
Open-source distributed SQL query engine for federated queries across data lakes, warehouses, and databases.
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16
TileDB
Data Lakehouse Platforms
Universal database for multi-dimensional data unifying tables, arrays, and files with a single storage engine.
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Best data lake platforms by company size

Best data lake platforms for Solo / freelancer Best data lake platforms for Startup (1-50)Best data lake platforms for Small business (51-200)Best data lake platforms for Mid-market (201-1,000)Best data lake platforms for Enterprise (1,000+)

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Frequently asked

What is the best data lake platforms software?

Cubbie ranks 9 profiled data lake platforms tools by profile completeness, verified-vendor status, and active deals. The list above leads with the products that carry the most complete, vendor-maintained profiles.

How does Cubbie choose these data lake platforms tools?

Listings are drawn from the live catalog and ordered so products with substantive, vendor-maintained profiles surface first. Cubbie does not accept payment for ranking position.

Ranked from Cubbie's live catalog, https://www.cubbie.com/best/data-lake-platforms